WO2012007004A3 - Ice detection method and system for wind turbine blades - Google Patents
Ice detection method and system for wind turbine blades Download PDFInfo
- Publication number
- WO2012007004A3 WO2012007004A3 PCT/DK2011/050274 DK2011050274W WO2012007004A3 WO 2012007004 A3 WO2012007004 A3 WO 2012007004A3 DK 2011050274 W DK2011050274 W DK 2011050274W WO 2012007004 A3 WO2012007004 A3 WO 2012007004A3
- Authority
- WO
- WIPO (PCT)
- Prior art keywords
- blade
- wind turbine
- ice
- torque
- longitudinal axis
- Prior art date
Links
- 238000001514 detection method Methods 0.000 title 1
Classifications
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D7/00—Controlling wind motors
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D17/00—Monitoring or testing of wind motors, e.g. diagnostics
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D80/00—Details, components or accessories not provided for in groups F03D1/00 - F03D17/00
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F03—MACHINES OR ENGINES FOR LIQUIDS; WIND, SPRING, OR WEIGHT MOTORS; PRODUCING MECHANICAL POWER OR A REACTIVE PROPULSIVE THRUST, NOT OTHERWISE PROVIDED FOR
- F03D—WIND MOTORS
- F03D80/00—Details, components or accessories not provided for in groups F03D1/00 - F03D17/00
- F03D80/40—Ice detection; De-icing means
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01L—MEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE
- G01L1/00—Measuring force or stress, in general
- G01L1/24—Measuring force or stress, in general by measuring variations of optical properties of material when it is stressed, e.g. by photoelastic stress analysis using infrared, visible light, ultraviolet
- G01L1/242—Measuring force or stress, in general by measuring variations of optical properties of material when it is stressed, e.g. by photoelastic stress analysis using infrared, visible light, ultraviolet the material being an optical fibre
- G01L1/246—Measuring force or stress, in general by measuring variations of optical properties of material when it is stressed, e.g. by photoelastic stress analysis using infrared, visible light, ultraviolet the material being an optical fibre using integrated gratings, e.g. Bragg gratings
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M5/00—Investigating the elasticity of structures, e.g. deflection of bridges or air-craft wings
- G01M5/0016—Investigating the elasticity of structures, e.g. deflection of bridges or air-craft wings of aircraft wings or blades
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2260/00—Function
- F05B2260/845—Redundancy
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2270/00—Control
- F05B2270/30—Control parameters, e.g. input parameters
- F05B2270/331—Mechanical loads
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2270/00—Control
- F05B2270/80—Devices generating input signals, e.g. transducers, sensors, cameras or strain gauges
- F05B2270/802—Calibration thereof
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F05—INDEXING SCHEMES RELATING TO ENGINES OR PUMPS IN VARIOUS SUBCLASSES OF CLASSES F01-F04
- F05B—INDEXING SCHEME RELATING TO WIND, SPRING, WEIGHT, INERTIA OR LIKE MOTORS, TO MACHINES OR ENGINES FOR LIQUIDS COVERED BY SUBCLASSES F03B, F03D AND F03G
- F05B2270/00—Control
- F05B2270/80—Devices generating input signals, e.g. transducers, sensors, cameras or strain gauges
- F05B2270/808—Strain gauges; Load cells
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/70—Wind energy
- Y02E10/72—Wind turbines with rotation axis in wind direction
Abstract
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US13/809,977 US9523354B2 (en) | 2010-07-14 | 2011-07-12 | Ice detection method and system for wind turbine blades |
EP11733560.4A EP2593672B1 (en) | 2010-07-14 | 2011-07-12 | Ice detection method and system for wind turbine blades |
DK11733560.4T DK2593672T3 (en) | 2010-07-14 | 2011-07-12 | Ice detection method and system for wind turbine blades |
CA2805123A CA2805123C (en) | 2010-07-14 | 2011-07-12 | Ice detection method and system for wind turbine blades |
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US36407910P | 2010-07-14 | 2010-07-14 | |
GB1011858.6A GB2482009B (en) | 2010-07-14 | 2010-07-14 | Ice detection and system for wind turbine blades |
GB1011858.6 | 2010-07-14 | ||
US61/364,079 | 2010-07-14 |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2012007004A2 WO2012007004A2 (en) | 2012-01-19 |
WO2012007004A3 true WO2012007004A3 (en) | 2012-05-10 |
Family
ID=42734947
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/DK2011/050274 WO2012007004A2 (en) | 2010-07-14 | 2011-07-12 | Ice detection method and system for wind turbine blades |
Country Status (6)
Country | Link |
---|---|
US (1) | US9523354B2 (en) |
EP (1) | EP2593672B1 (en) |
CA (1) | CA2805123C (en) |
DK (1) | DK2593672T3 (en) |
GB (1) | GB2482009B (en) |
WO (1) | WO2012007004A2 (en) |
Families Citing this family (24)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB2482038B (en) | 2010-07-14 | 2014-07-23 | Vestas Wind Sys As | Ice detection method and system for wind turbine blades |
US20130302161A1 (en) * | 2012-05-08 | 2013-11-14 | Arne Koerber | Controller of wind turbine and wind turbine |
DE102013208084B3 (en) * | 2013-05-02 | 2014-05-08 | Senvion Se | Method and system for monitoring a wind turbine and wind turbine |
WO2016002321A1 (en) * | 2014-06-30 | 2016-01-07 | 株式会社日立製作所 | Wind-powered electricity generating apparatus, system for monitoring wind-powered electricity generating apparatus, and method for monitoring wind-powered electricity generating apparatus |
US9957053B2 (en) | 2014-08-21 | 2018-05-01 | Northrop Grumman Systems Corporation | Helicopter rotor icing detection system and method |
DK201400518A1 (en) * | 2014-09-11 | 2015-08-24 | Wind Solutions As Kk | Wind turbine blade sensor device |
CN107110128B (en) | 2014-12-23 | 2019-04-19 | 维斯塔斯风力系统集团公司 | The method for operating wind turbine |
ES2888624T3 (en) * | 2015-06-30 | 2022-01-05 | Vestas Wind Sys As | Load measurement method in a wind turbine |
CN107820541B (en) | 2015-06-30 | 2020-05-19 | 维斯塔斯风力系统集团公司 | Wind turbine blade load sensing system |
DE102015119986A1 (en) | 2015-11-18 | 2017-05-18 | Wobben Properties Gmbh | Control of a wind energy plant with adjustable rotor blades |
DE102016111902A1 (en) * | 2016-06-29 | 2018-01-04 | Deutsches Zentrum für Luft- und Raumfahrt e.V. | Method and assistance system for detecting flight performance degradation |
EP3339639A1 (en) | 2016-12-21 | 2018-06-27 | Vestas Wind Systems A/S | System for monitoring a wind turbine blade |
DK179515B1 (en) * | 2017-05-10 | 2019-02-05 | Envision Energy (Denmark) Aps | Individual pitch control with hub sensor |
US10539119B2 (en) | 2017-07-10 | 2020-01-21 | WindESCo, Inc. | System and method for augmenting control of a wind turbine assembly |
WO2019038711A1 (en) * | 2017-08-24 | 2019-02-28 | Suzlon Energy Ltd. | Device and method for setting the pitch of blades in a wind turbine |
CN108180111B (en) * | 2017-12-14 | 2019-06-11 | 明阳智慧能源集团股份公司 | Load shedding control method of the wind power generating set based on blade root load Yu pylon load |
US10160550B1 (en) * | 2017-12-21 | 2018-12-25 | United Technologies Corporation | Ice detection and real time ice estimation using innovative sensor data learning approaches |
DE102018119733B4 (en) | 2018-08-14 | 2022-10-06 | fos4X GmbH | Determination of the torsion angle and pitch angle determination using at least two acceleration sensors |
US10876518B2 (en) | 2019-04-12 | 2020-12-29 | General Electric Company | System and method for mitigating damage in a rotor blade of a wind turbine |
US20220260053A1 (en) | 2019-06-27 | 2022-08-18 | Vestas Wind Systems A/S | Controlling power output of a wind turbine at below-rated wind speed |
CN110374822A (en) * | 2019-08-07 | 2019-10-25 | 电子科技大学 | Blade of wind-driven generator method for diagnosing faults based on depth convolution self-encoding encoder and XGBoost |
US11598311B2 (en) | 2020-04-30 | 2023-03-07 | General Electric Company | System and method for controlling a wind turbine in response to a blade liberation event |
EP4102058A1 (en) * | 2021-06-08 | 2022-12-14 | General Electric Renovables España S.L. | A method for operating a wind turbine and a wind turbine |
EP4273397A1 (en) | 2022-05-05 | 2023-11-08 | Wobben Properties GmbH | Method for detecting a fault in a load sensor of a wind turbine |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
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US20030216879A1 (en) * | 2002-05-14 | 2003-11-20 | Analysis & Measurement Services Corporation | Integrated system for verifying the performance and health of instruments and processes |
EP1748185A1 (en) * | 2005-07-28 | 2007-01-31 | General Electric Company | Icing detection system for a wind turbine |
WO2008095707A2 (en) * | 2007-02-08 | 2008-08-14 | Hottinger Baldwin Messtechnik Gmbh | Device for the detection of vibrations or bending of rotor blades of a wind power plant |
US20090246019A1 (en) * | 2007-05-04 | 2009-10-01 | Mark Volanthen | Wind turbine monitoring |
WO2010091675A2 (en) * | 2009-02-16 | 2010-08-19 | Prüftechnik Dieter Busch AG | Wind turbine comprising monitoring sensors |
Family Cites Families (17)
Publication number | Priority date | Publication date | Assignee | Title |
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EP0995904A3 (en) * | 1998-10-20 | 2002-02-06 | Tacke Windenergie GmbH | Wind turbine |
US7086834B2 (en) * | 2004-06-10 | 2006-08-08 | General Electric Company | Methods and apparatus for rotor blade ice detection |
US7822560B2 (en) * | 2004-12-23 | 2010-10-26 | General Electric Company | Methods and apparatuses for wind turbine fatigue load measurement and assessment |
DE102006036157B4 (en) | 2006-08-01 | 2016-09-15 | Senvion Gmbh | calibration |
US7677075B2 (en) | 2006-09-29 | 2010-03-16 | General Electric Company | Methods and apparatus for evaluating sensors and/or for controlling operation of an apparatus that includes a sensor |
CN101918710B (en) * | 2007-11-07 | 2013-10-16 | 维斯塔斯风力系统集团公司 | Diagnosis of pitch and load defects |
WO2009067051A1 (en) | 2007-11-21 | 2009-05-28 | Volvo Construction Equipment Ab | Method for calibrating sensors |
US8215905B2 (en) | 2007-12-31 | 2012-07-10 | General Electric Corporation | Methods and apparatus for error reduction in rotor loading measurements |
WO2009109655A1 (en) | 2008-03-07 | 2009-09-11 | Vestas Wind Systems A/S | A control system and a method for controlling a wind turbine |
GB2460044A (en) * | 2008-05-13 | 2009-11-18 | Insensys Ltd | Monitoring mechanical characteristics of helicopter rotor blades |
NL2001878C2 (en) * | 2008-08-07 | 2010-02-09 | Stichting Energie | System and method for compensating rotor imbalance for a wind turbine. |
US20100054941A1 (en) * | 2008-08-27 | 2010-03-04 | Till Hoffmann | Wind tracking system of a wind turbine |
GB2465790A (en) * | 2008-11-28 | 2010-06-02 | Vestas Wind Sys As | System to measure load on a wind turbine blade |
GB2482038B (en) | 2010-07-14 | 2014-07-23 | Vestas Wind Sys As | Ice detection method and system for wind turbine blades |
US20120055247A1 (en) * | 2011-08-17 | 2012-03-08 | Gonzalez Castro Jorge | Method and system for detecting an unusual operational condition of a wind turbine |
US8511177B1 (en) * | 2011-12-15 | 2013-08-20 | Shaw Shahriar Makaremi | Blade condition monitoring system |
DK2836706T3 (en) * | 2012-04-11 | 2019-08-19 | Kk Wind Solutions As | PROCEDURE FOR CHECKING A PROFILE OF A WING ON A WINDMILL |
-
2010
- 2010-07-14 GB GB1011858.6A patent/GB2482009B/en not_active Expired - Fee Related
-
2011
- 2011-07-12 US US13/809,977 patent/US9523354B2/en active Active
- 2011-07-12 DK DK11733560.4T patent/DK2593672T3/en active
- 2011-07-12 CA CA2805123A patent/CA2805123C/en active Active
- 2011-07-12 WO PCT/DK2011/050274 patent/WO2012007004A2/en active Application Filing
- 2011-07-12 EP EP11733560.4A patent/EP2593672B1/en not_active Not-in-force
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20030216879A1 (en) * | 2002-05-14 | 2003-11-20 | Analysis & Measurement Services Corporation | Integrated system for verifying the performance and health of instruments and processes |
EP1748185A1 (en) * | 2005-07-28 | 2007-01-31 | General Electric Company | Icing detection system for a wind turbine |
WO2008095707A2 (en) * | 2007-02-08 | 2008-08-14 | Hottinger Baldwin Messtechnik Gmbh | Device for the detection of vibrations or bending of rotor blades of a wind power plant |
US20090246019A1 (en) * | 2007-05-04 | 2009-10-01 | Mark Volanthen | Wind turbine monitoring |
WO2010091675A2 (en) * | 2009-02-16 | 2010-08-19 | Prüftechnik Dieter Busch AG | Wind turbine comprising monitoring sensors |
Also Published As
Publication number | Publication date |
---|---|
EP2593672B1 (en) | 2017-03-08 |
GB2482009A (en) | 2012-01-18 |
CA2805123A1 (en) | 2012-01-19 |
CA2805123C (en) | 2018-10-09 |
GB201011858D0 (en) | 2010-09-01 |
EP2593672A2 (en) | 2013-05-22 |
WO2012007004A2 (en) | 2012-01-19 |
US20130177417A1 (en) | 2013-07-11 |
DK2593672T3 (en) | 2017-04-10 |
GB2482009B (en) | 2014-07-23 |
US9523354B2 (en) | 2016-12-20 |
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